@Cefiyana
Independent Research Scientist specializing in the Neurobiological Safety of AI Interaction & Integrative Psychopathology.
https://www.linkedin.com/in/cefiyana$0 in pending offers
I am an independent research scientist operating at the intersection of Theoretical Physics, Systems Biology, and Philosophy. My work focuses on deconstructing complex human-AI interactions as biochemical stimuli rather than mere information exchange.
Current Research Focus:
Neuro-Computational AI Safety: I developed the "4-Phase Therapeutic Interaction Protocol"—a framework designed as "Digital Pharmacotherapy" to mitigate neurobiological risks such as \DeltaFosB accumulation and cortisol neurotoxicity in long-term AI usage. I am currently advocating for these protocols to be recognized under Software as a Medical Device (SaMD) regulatory standards (FDA Class II/III).
The "Red Thread" Model: An integrative mathematical framework linking somatic pathology to mental health through bioenergetics. This includes the Bioenergetic Stability Index (ISB) to quantify mental health stability via mitochondrial efficiency and allostatic load.
My approach treats scientific inquiry as a narrative of complex systems, bridging the gap between molecular chemistry and philosophical logic to ensure that the future of AI is biologically safe for humanity.
Core Competencies & Methodology:
My research methodology integrates Philosophical Logic and Systems Thinking to decode biological data. I apply principles from Theoretical Physics and Systems Biology to model human-AI interaction risks. Furthermore, I bridge the gap between scientific theory and Regulatory Compliance, specifically focusing on SaMD (Software as a Medical Device) and FDA Class II/III standards for digital health interventions.